Overview

Brought to you by YData

Dataset statistics

Number of variables	158
Number of observations	10000
Missing cells	42386
Missing cells (%)	2.7%
Total size in memory	6.9 MiB
Average record size in memory	725.0 B

Variable types

Numeric	74
Text	7
Boolean	77

Alerts

`process_pmf_development_methodologies` has constant value "agile development"	Constant
`project_prf_development_type_porting` has constant value "False"	Constant
`people_prf_project_user_involvement_low` has constant value "False"	Constant
`project_prf_development_type_not_defined` has constant value "False"	Constant
`tech_tf_development_platform_hand_held` has constant value "0.0"	Constant
`project_prf_relative_size_xxxl` has constant value "False"	Constant
`tech_tf_architecture_multi_tier_client_server` has constant value "False"	Constant
`tech_tf_client_server_not_applicable` has constant value "False"	Constant
`tech_tf_type_of_server_proprietary_midrange` has constant value "False"	Constant
`project_prf_application_type_top_financial application area` has constant value "0.0"	Constant
`project_prf_application_type_top_client-server` has constant value "0.0"	Constant
`project_prf_application_type_top_customer billing/relationship management` has constant value "0.0"	Constant
`external_eef_data_quality_rating_c_lang` is highly imbalanced (79.9%)	Imbalance
`external_eef_data_quality_rating_d` is highly imbalanced (82.3%)	Imbalance
`project_prf_development_type_other` is highly imbalanced (99.1%)	Imbalance
`project_prf_development_type_poc` is highly imbalanced (99.7%)	Imbalance
`project_prf_development_type_re_development` is highly imbalanced (92.9%)	Imbalance
`tech_tf_development_platform_mr` is highly imbalanced (61.4%)	Imbalance
`tech_tf_development_platform_proprietary` is highly imbalanced (96.3%)	Imbalance
`tech_tf_language_type_2gl` is highly imbalanced (99.1%)	Imbalance
`tech_tf_language_type_5gl` is highly imbalanced (97.9%)	Imbalance
`tech_tf_language_type_apg` is highly imbalanced (85.0%)	Imbalance
`project_prf_relative_size_l` is highly imbalanced (79.7%)	Imbalance
`project_prf_relative_size_nan` is highly imbalanced (77.1%)	Imbalance
`project_prf_relative_size_xl` is highly imbalanced (96.8%)	Imbalance
`project_prf_relative_size_xs` is highly imbalanced (54.3%)	Imbalance
`project_prf_relative_size_xxl` is highly imbalanced (99.4%)	Imbalance
`project_prf_relative_size_xxs` is highly imbalanced (68.9%)	Imbalance
`project_prf_case_tool_used_don_t_know` is highly imbalanced (98.6%)	Imbalance
`project_prf_case_tool_used_no` is highly imbalanced (68.9%)	Imbalance
`project_prf_case_tool_used_yes` is highly imbalanced (55.6%)	Imbalance
`tech_tf_architecture_multi_tier_with_web_interface` is highly imbalanced (94.1%)	Imbalance
`tech_tf_architecture_multi_tier_with_web_public_interface` is highly imbalanced (73.1%)	Imbalance
`tech_tf_architecture_stand_alone` is highly imbalanced (97.4%)	Imbalance
`tech_tf_client_server_don_t_know` is highly imbalanced (96.4%)	Imbalance
`tech_tf_client_server_no` is highly imbalanced (63.0%)	Imbalance
`tech_tf_type_of_server_back_end` is highly imbalanced (98.7%)	Imbalance
`tech_tf_type_of_server_client_server` is highly imbalanced (60.4%)	Imbalance
`tech_tf_type_of_server_lan_based` is highly imbalanced (98.8%)	Imbalance
`tech_tf_type_of_server_mainframe` is highly imbalanced (86.2%)	Imbalance
`tech_tf_type_of_server_multi_tier_with_web_public_interface` is highly imbalanced (94.6%)	Imbalance
`tech_tf_type_of_server_standalone` is highly imbalanced (92.7%)	Imbalance
`tech_tf_type_of_server_unix` is highly imbalanced (97.7%)	Imbalance
`tech_tf_type_of_server_webserver` is highly imbalanced (99.7%)	Imbalance
`tech_tf_dbms_used_no` is highly imbalanced (95.5%)	Imbalance
`people_prf_project_user_involvement_best` is highly imbalanced (99.7%)	Imbalance
`people_prf_project_user_involvement_don_t_know` is highly imbalanced (99.3%)	Imbalance
`people_prf_project_user_involvement_nan` is highly imbalanced (91.8%)	Imbalance
`people_prf_project_user_involvement_no` is highly imbalanced (99.9%)	Imbalance
`people_prf_project_user_involvement_yes` is highly imbalanced (94.6%)	Imbalance
`project_prf_currency_multiple_yes_1_000` is highly imbalanced (99.6%)	Imbalance
`project_prf_currency_multiple_yes_10_000` is highly imbalanced (99.7%)	Imbalance
`tech_tf_clientserver_description_browser_server_architecture` has 190 (1.9%) missing values	Missing
`tech_tf_clientserver_description_client_server` has 167 (1.7%) missing values	Missing
`tech_tf_clientserver_description_client_presentation` has 189 (1.9%) missing values	Missing
`tech_tf_clientserver_description_client_presentation_processing` has 227 (2.3%) missing values	Missing
`tech_tf_clientserver_description_client_server_architecture` has 192 (1.9%) missing values	Missing
`tech_tf_clientserver_description_client_server_architecture_p2p` has 190 (1.9%) missing values	Missing
`tech_tf_clientserver_description_nan` has 166 (1.7%) missing values	Missing
`tech_tf_clientserver_description_server_processing` has 166 (1.7%) missing values	Missing
`tech_tf_clientserver_description_stand_alone` has 207 (2.1%) missing values	Missing
`tech_tf_clientserver_description_web` has 189 (1.9%) missing values	Missing
`project_prf_application_type_top_management of licences and permits` has 269 (2.7%) missing values	Missing
`project_prf_application_type_top_software for machine control` has 208 (2.1%) missing values	Missing
`project_prf_application_type_top_data warehouse system` has 215 (2.1%) missing values	Missing
`project_prf_application_type_top_management or performance reporting` has 201 (2.0%) missing values	Missing
`tech_tf_development_platform_hand_held` has 353 (3.5%) missing values	Missing
`project_prf_application_type_top_transaction/production system` has 9861 (98.6%) missing values	Missing
`project_prf_application_type_top_financial application area` has 9812 (98.1%) missing values	Missing
`project_prf_application_type_top_client-server` has 9804 (98.0%) missing values	Missing
`project_prf_application_type_top_customer billing/relationship management` has 9780 (97.8%) missing values	Missing
`tech_tf_clientserver_description_client_presentation` is highly skewed (γ1 = 70.02856342)	Skewed
`tech_tf_clientserver_description_client_presentation_processing` is highly skewed (γ1 = 27.36787303)	Skewed
`tech_tf_clientserver_description_client_server_architecture` is highly skewed (γ1 = 20.5807358)	Skewed
`tech_tf_clientserver_description_client_server_architecture_p2p` is highly skewed (γ1 = 99.04544412)	Skewed
`tech_tf_clientserver_description_server_processing` is highly skewed (γ1 = 57.23634912)	Skewed
`tech_tf_clientserver_description_stand_alone` is highly skewed (γ1 = 22.06357108)	Skewed
`project_prf_normalised_level_1_pdr_ufp` has unique values	Unique
`project_prf_normalised_pdr_ufp` has unique values	Unique
`process_pmf_docs` has 252 (2.5%) zeros	Zeros
`tech_tf_tools_used` has 6240 (62.4%) zeros	Zeros
`project_prf_application_group_business_application` has 3507 (35.1%) zeros	Zeros
`project_prf_application_group_infrastructure_software` has 9913 (99.1%) zeros	Zeros
`project_prf_application_group_mathematically_intensive_application` has 9391 (93.9%) zeros	Zeros
`project_prf_application_group_nan` has 7518 (75.2%) zeros	Zeros
`project_prf_application_group_real_time_application` has 9516 (95.2%) zeros	Zeros
`tech_tf_clientserver_description_browser_server_architecture` has 9721 (97.2%) zeros	Zeros
`tech_tf_clientserver_description_client_server` has 9673 (96.7%) zeros	Zeros
`tech_tf_clientserver_description_client_presentation` has 9809 (98.1%) zeros	Zeros
`tech_tf_clientserver_description_client_presentation_processing` has 9760 (97.6%) zeros	Zeros
`tech_tf_clientserver_description_client_server_architecture` has 9785 (97.9%) zeros	Zeros
`tech_tf_clientserver_description_client_server_architecture_p2p` has 9809 (98.1%) zeros	Zeros
`tech_tf_clientserver_description_nan` has 363 (3.6%) zeros	Zeros
`tech_tf_clientserver_description_server_processing` has 9831 (98.3%) zeros	Zeros
`tech_tf_clientserver_description_stand_alone` has 9773 (97.7%) zeros	Zeros
`tech_tf_clientserver_description_web` has 9747 (97.5%) zeros	Zeros
`external_eef_organisation_type_top_insurance` has 8584 (85.8%) zeros	Zeros
`external_eef_organisation_type_top_medical and health care` has 8580 (85.8%) zeros	Zeros
`external_eef_organisation_type_top_manufacturing` has 8661 (86.6%) zeros	Zeros
`external_eef_organisation_type_top_telecommunications` has 8615 (86.2%) zeros	Zeros
`external_eef_organisation_type_top_government` has 8954 (89.5%) zeros	Zeros
`external_eef_organisation_type_top_nan` has 9034 (90.3%) zeros	Zeros
`external_eef_organisation_type_top_communications` has 9239 (92.4%) zeros	Zeros
`external_eef_organisation_type_top_banking` has 9436 (94.4%) zeros	Zeros
`external_eef_organisation_type_top_computers & software` has 9767 (97.7%) zeros	Zeros
`external_eef_organisation_type_top_defence` has 9795 (98.0%) zeros	Zeros
`external_eef_organisation_type_top_public administration` has 9824 (98.2%) zeros	Zeros
`external_eef_organisation_type_top_aerospace / automotive` has 9806 (98.1%) zeros	Zeros
`external_eef_organisation_type_top_transport & storage` has 9826 (98.3%) zeros	Zeros
`external_eef_organisation_type_top_financial, property & business services` has 9880 (98.8%) zeros	Zeros
`external_eef_organisation_type_top_education institution` has 9873 (98.7%) zeros	Zeros
`external_eef_organisation_type_top_community services` has 9879 (98.8%) zeros	Zeros
`external_eef_organisation_type_top_electricity, gas, water` has 9884 (98.8%) zeros	Zeros
`external_eef_organisation_type_top_logistics` has 9910 (99.1%) zeros	Zeros
`external_eef_organisation_type_top_wholesale & retail trade` has 9899 (99.0%) zeros	Zeros
`external_eef_organisation_type_top_telecommunication` has 9912 (99.1%) zeros	Zeros
`external_eef_organisation_type_other` has 9495 (95.0%) zeros	Zeros
`project_prf_application_type_top_financial transaction process/accounting` has 8392 (83.9%) zeros	Zeros
`project_prf_application_type_top_not recorded` has 8578 (85.8%) zeros	Zeros
`project_prf_application_type_top_nan` has 8919 (89.2%) zeros	Zeros
`project_prf_application_type_top_unknown` has 9297 (93.0%) zeros	Zeros
`project_prf_application_type_top_customer relationship management` has 9452 (94.5%) zeros	Zeros
`project_prf_application_type_top_relatively complex application` has 9551 (95.5%) zeros	Zeros
`project_prf_application_type_top_workflow support & management` has 9644 (96.4%) zeros	Zeros
`project_prf_application_type_top_business application` has 9685 (96.9%) zeros	Zeros
`project_prf_application_type_top_embedded system/real_time application` has 9746 (97.5%) zeros	Zeros
`project_prf_application_type_top_online. esales` has 9778 (97.8%) zeros	Zeros
`project_prf_application_type_top_management of licences and permits` has 9526 (95.3%) zeros	Zeros
`project_prf_application_type_top_online analysis and reporting` has 9767 (97.7%) zeros	Zeros
`project_prf_application_type_top_catalogue/register of things or events` has 9836 (98.4%) zeros	Zeros
`project_prf_application_type_top_software for machine control` has 9634 (96.3%) zeros	Zeros
`project_prf_application_type_top_document management` has 9857 (98.6%) zeros	Zeros
`project_prf_application_type_top_electronic data interchange` has 9841 (98.4%) zeros	Zeros
`project_prf_application_type_top_management information system` has 9824 (98.2%) zeros	Zeros
`project_prf_application_type_top_data warehouse system` has 9686 (96.9%) zeros	Zeros
`project_prf_application_type_top_stock control & order processing` has 9888 (98.9%) zeros	Zeros
`project_prf_application_type_top_management or performance reporting` has 9699 (97.0%) zeros	Zeros
`project_prf_application_type_other` has 7517 (75.2%) zeros	Zeros
`tech_tf_development_platform_hand_held` has 9647 (96.5%) zeros	Zeros
`project_prf_application_type_top_transaction/production system` has 118 (1.2%) zeros	Zeros
`project_prf_application_type_top_financial application area` has 188 (1.9%) zeros	Zeros
`project_prf_application_type_top_client-server` has 196 (2.0%) zeros	Zeros
`project_prf_application_type_top_customer billing/relationship management` has 220 (2.2%) zeros	Zeros

Reproduction

Analysis started	2025-06-03 13:35:12.568588
Analysis finished	2025-06-03 13:35:13.588859
Duration	1.02 second
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

isbsg_project_id
Real number (ℝ)

Distinct	3571
Distinct (%)	35.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21344.06

Minimum	10003
Maximum	32767
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	10003
5-th percentile	11148
Q1	15631
median	21296
Q3	26949.5
95-th percentile	31750
Maximum	32767
Range	22764
Interquartile range (IQR)	11318.5

Descriptive statistics

Standard deviation	6580.58918
Coefficient of variation (CV)	0.3083100956
Kurtosis	-1.183008815
Mean	21344.06
Median Absolute Deviation (MAD)	5659
Skewness	0.02045276715
Sum	213440600
Variance	43304153.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24020	10	0.1%
26542	9	0.1%
15696	9	0.1%
13946	9	0.1%
17161	9	0.1%
10486	9	0.1%
26676	9	0.1%
26695	9	0.1%
30754	9	0.1%
11532	9	0.1%
Other values (3561)	9909	99.1%

Value	Count	Frequency (%)
10003	2	< 0.1%
10019	7	0.1%
10028	5	0.1%
10033	3	< 0.1%
10046	5	0.1%

Value	Count	Frequency (%)
32767	4	< 0.1%
32762	3	< 0.1%
32756	2	< 0.1%
32754	3	< 0.1%
32753	3	< 0.1%

project_prf_year_of_project
Real number (ℝ)

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010.6768

Minimum	1989
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	1989
5-th percentile	1997
Q1	2009
median	2013
Q3	2015
95-th percentile	2015
Maximum	2015
Range	26
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.882244626
Coefficient of variation (CV)	0.002925504798
Kurtosis	3.099714155
Mean	2010.6768
Median Absolute Deviation (MAD)	2
Skewness	-1.858532019
Sum	20106768
Variance	34.60080184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
2015	3048	30.5%
2014	1570	15.7%
2013	990	9.9%
2012	726	7.3%
2011	570	5.7%
2010	405	4.0%
2009	358	3.6%
2008	303	3.0%
2007	261	2.6%
2006	214	2.1%
Other values (17)	1555	15.6%

Value	Count	Frequency (%)
1989	149	1.5%
1990	29	0.3%
1991	37	0.4%
1992	29	0.3%
1993	47	0.5%

Value	Count	Frequency (%)
2015	3048	30.5%
2014	1570	15.7%
2013	990	9.9%
2012	726	7.3%
2011	570	5.7%

external_eef_industry_sector
Text

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	23
Median length	18
Mean length	11.7623
Min length	6

Characters and Unicode

Total characters	117623
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	manufacturing
2nd row	medical & health care
3rd row	insurance
4th row	medical & health care
5th row	medical & health care

Value	Count	Frequency (%)
government	1733	11.7%
	1597	10.8%
manufacturing	1496	10.1%
insurance	1302	8.8%
medical	1138	7.7%
health	1138	7.7%
care	1138	7.7%
missing	1071	7.2%
banking	523	3.5%
defence	435	2.9%
Other values (14)	3274	22.1%

Most occurring characters

Value	Count	Frequency (%)
n	13650	11.6%
e	12705	10.8%
i	10624	9.0%
a	9872	8.4%
c	7870	6.7%
r	7477	6.4%
s	6638	5.6%
t	6551	5.6%
u	5409	4.6%
g	5207	4.4%
Other values (15)	31620	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	117623	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	13650	11.6%
e	12705	10.8%
i	10624	9.0%
a	9872	8.4%
c	7870	6.7%
r	7477	6.4%
s	6638	5.6%
t	6551	5.6%
u	5409	4.6%
g	5207	4.4%
Other values (15)	31620	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	117623	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	13650	11.6%
e	12705	10.8%
i	10624	9.0%
a	9872	8.4%
c	7870	6.7%
r	7477	6.4%
s	6638	5.6%
t	6551	5.6%
u	5409	4.6%
g	5207	4.4%
Other values (15)	31620	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	117623	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	13650	11.6%
e	12705	10.8%
i	10624	9.0%
a	9872	8.4%
c	7870	6.7%
r	7477	6.4%
s	6638	5.6%
t	6551	5.6%
u	5409	4.6%
g	5207	4.4%
Other values (15)	31620	26.9%

tech_tf_primary_programming_language
Text

Distinct	73
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	32
Median length	30
Mean length	5.254
Min length	2

Characters and Unicode

Total characters	52540
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	pl/i
2nd row	siebel
3rd row	pl/i
4th row	java
5th row	java

Value	Count	Frequency (%)
java	3655	34.4%
cobol	1118	10.5%
dotnet	689	6.5%
pl/i	576	5.4%
visual	469	4.4%
csharp	447	4.2%
basic	433	4.1%
abap	420	4.0%
c_lang	334	3.1%
oracle	306	2.9%
Other values (76)	2165	20.4%

Most occurring characters

Value	Count	Frequency (%)
a	10965	20.9%
l	4263	8.1%
v	4159	7.9%
o	4111	7.8%
j	3679	7.0%
c	3377	6.4%
p	2770	5.3%
b	2441	4.6%
s	2297	4.4%
e	2108	4.0%
Other values (26)	12370	23.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52540	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	10965	20.9%
l	4263	8.1%
v	4159	7.9%
o	4111	7.8%
j	3679	7.0%
c	3377	6.4%
p	2770	5.3%
b	2441	4.6%
s	2297	4.4%
e	2108	4.0%
Other values (26)	12370	23.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52540	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	10965	20.9%
l	4263	8.1%
v	4159	7.9%
o	4111	7.8%
j	3679	7.0%
c	3377	6.4%
p	2770	5.3%
b	2441	4.6%
s	2297	4.4%
e	2108	4.0%
Other values (26)	12370	23.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52540	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	10965	20.9%
l	4263	8.1%
v	4159	7.9%
o	4111	7.8%
j	3679	7.0%
c	3377	6.4%
p	2770	5.3%
b	2441	4.6%
s	2297	4.4%
e	2108	4.0%
Other values (26)	12370	23.5%

project_prf_functional_size
Real number (ℝ)

Distinct	1087
Distinct (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	226.9096

Minimum	2
Maximum	2292
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	45
median	136
Q3	311
95-th percentile	765
Maximum	2292
Range	2290
Interquartile range (IQR)	266

Descriptive statistics

Standard deviation	264.2551511
Coefficient of variation (CV)	1.16458339
Kurtosis	7.121614516
Mean	226.9096
Median Absolute Deviation (MAD)	109
Skewness	2.260174845
Sum	2269096
Variance	69830.78491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	149	1.5%
5	105	1.1%
4	95	0.9%
2	95	0.9%
6	90	0.9%
9	88	0.9%
11	77	0.8%
8	76	0.8%
7	75	0.8%
16	68	0.7%
Other values (1077)	9082	90.8%

Value	Count	Frequency (%)
2	95	0.9%
3	149	1.5%
4	95	0.9%
5	105	1.1%
6	90	0.9%

Value	Count	Frequency (%)
2292	1	< 0.1%
2253	1	< 0.1%
2183	1	< 0.1%
2166	1	< 0.1%
2089	1	< 0.1%

project_prf_normalised_work_effort_level_1
Real number (ℝ)

Distinct	5612
Distinct (%)	56.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3686.9502

Minimum	4
Maximum	42794
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	4
5-th percentile	55
Q1	627.75
median	2044.5
Q3	5021.25
95-th percentile	12921.65
Maximum	42794
Range	42790
Interquartile range (IQR)	4393.5

Descriptive statistics

Standard deviation	4563.841473
Coefficient of variation (CV)	1.237836484
Kurtosis	8.833672918
Mean	3686.9502
Median Absolute Deviation (MAD)	1711
Skewness	2.464893452
Sum	36869502
Variance	20828648.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	31	0.3%
4	24	0.2%
6	20	0.2%
8	20	0.2%
11	19	0.2%
9	17	0.2%
16	15	0.1%
12	13	0.1%
21	13	0.1%
39	13	0.1%
Other values (5602)	9815	98.2%

Value	Count	Frequency (%)
4	24	0.2%
5	31	0.3%
6	20	0.2%
7	12	0.1%
8	20	0.2%

Value	Count	Frequency (%)
42794	1	< 0.1%
41064	1	< 0.1%
40441	1	< 0.1%
38780	1	< 0.1%
38185	1	< 0.1%

project_prf_normalised_work_effort
Real number (ℝ)

Distinct	5738
Distinct (%)	57.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4141.9318

Minimum	2
Maximum	64834
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	2
5-th percentile	33
Q1	528
median	2069
Q3	5580.25
95-th percentile	15127.25
Maximum	64834
Range	64832
Interquartile range (IQR)	5052.25

Descriptive statistics

Standard deviation	5518.916146
Coefficient of variation (CV)	1.332449787
Kurtosis	10.69415504
Mean	4141.9318
Median Absolute Deviation (MAD)	1839
Skewness	2.67663741
Sum	41419318
Variance	30458435.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	52	0.5%
3	40	0.4%
4	28	0.3%
5	26	0.3%
7	24	0.2%
6	21	0.2%
11	19	0.2%
14	18	0.2%
8	18	0.2%
36	18	0.2%
Other values (5728)	9736	97.4%

Value	Count	Frequency (%)
2	52	0.5%
3	40	0.4%
4	28	0.3%
5	26	0.3%
6	21	0.2%

Value	Count	Frequency (%)
64834	1	< 0.1%
54549	1	< 0.1%
52596	1	< 0.1%
50993	1	< 0.1%
46963	1	< 0.1%

project_prf_normalised_level_1_pdr_ufp
Real number (ℝ)

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.63635107

Minimum	0.10002408
Maximum	493.98682
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.10002408
5-th percentile	0.751207293
Q1	6.877582075
median	21.459283
Q3	50.3166895
95-th percentile	125.547515
Maximum	493.98682
Range	493.8867959
Interquartile range (IQR)	43.43910743

Descriptive statistics

Standard deviation	43.81402812
Coefficient of variation (CV)	1.19591681
Kurtosis	10.0673091
Mean	36.63635107
Median Absolute Deviation (MAD)	17.3088466
Skewness	2.489105848
Sum	366363.5107
Variance	1919.66906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.136001	1	< 0.1%
3.418775	1	< 0.1%
22.305004	1	< 0.1%
47.02558	1	< 0.1%
7.7405777	1	< 0.1%
6.0905523	1	< 0.1%
32.359634	1	< 0.1%
165.7202	1	< 0.1%
10.814537	1	< 0.1%
14.496101	1	< 0.1%
Other values (9990)	9990	99.9%

Value	Count	Frequency (%)
0.10002408	1	< 0.1%
0.10003579	1	< 0.1%
0.10006147	1	< 0.1%
0.10051391	1	< 0.1%
0.10064977	1	< 0.1%

Value	Count	Frequency (%)
493.98682	1	< 0.1%
488.25894	1	< 0.1%
471.1346	1	< 0.1%
393.01562	1	< 0.1%
391.7724	1	< 0.1%

project_prf_normalised_pdr_ufp
Real number (ℝ)

Unique

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.0951462

Minimum	0.10001235
Maximum	524.9843
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.10001235
5-th percentile	0.596217765
Q1	6.2714609
median	20.480635
Q3	50.83241375
95-th percentile	128.8462225
Maximum	524.9843
Range	524.8842876
Interquartile range (IQR)	44.56095285

Descriptive statistics

Standard deviation	45.91171285
Coefficient of variation (CV)	1.237674401
Kurtosis	10.60411757
Mean	37.0951462
Median Absolute Deviation (MAD)	17.200996
Skewness	2.570527298
Sum	370951.462
Variance	2107.885377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.700681	1	< 0.1%
2.371943	1	< 0.1%
25.159613	1	< 0.1%
54.149612	1	< 0.1%
9.362135	1	< 0.1%
8.033995	1	< 0.1%
23.296803	1	< 0.1%
174.04132	1	< 0.1%
12.614067	1	< 0.1%
14.091162	1	< 0.1%
Other values (9990)	9990	99.9%

Value	Count	Frequency (%)
0.10001235	1	< 0.1%
0.10005237	1	< 0.1%
0.10006483	1	< 0.1%
0.10008786	1	< 0.1%
0.100270055	1	< 0.1%

Value	Count	Frequency (%)
524.9843	1	< 0.1%
498.89432	1	< 0.1%
497.51907	1	< 0.1%
432.4285	1	< 0.1%
415.93933	1	< 0.1%

project_prf_speed_of_delivery
Real number (ℝ)

Distinct	9999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.18291485

Minimum	4.352757 × 10^-6
Maximum	293.08795
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	4.352757 × 10^-6
5-th percentile	1.19786814
Q1	7.862614
median	21.181595
Q3	46.0576145
95-th percentile	106.9413632
Maximum	293.08795
Range	293.0879456
Interquartile range (IQR)	38.1950005

Descriptive statistics

Standard deviation	35.95406985
Coefficient of variation (CV)	1.0835115
Kurtosis	5.839262982
Mean	33.18291485
Median Absolute Deviation (MAD)	15.8338479
Skewness	2.062463232
Sum	331829.1485
Variance	1292.695139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8108835	2	< 0.1%
98.51386	1	< 0.1%
84.90398	1	< 0.1%
25.770863	1	< 0.1%
49.66178	1	< 0.1%
35.91762	1	< 0.1%
189.8083	1	< 0.1%
42.58118	1	< 0.1%
8.052147	1	< 0.1%
5.377269	1	< 0.1%
Other values (9989)	9989	99.9%

Value	Count	Frequency (%)
4.352757 × 10^-6	1	< 0.1%
0.000259596	1	< 0.1%
0.0010564977	1	< 0.1%
0.0012062693	1	< 0.1%
0.0012111719	1	< 0.1%

Value	Count	Frequency (%)
293.08795	1	< 0.1%
290.08167	1	< 0.1%
287.46378	1	< 0.1%
283.59283	1	< 0.1%
269.95605	1	< 0.1%

project_prf_project_elapsed_time
Real number (ℝ)

Distinct	9999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.225756855

Minimum	0.13142453
Maximum	50.576675
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.13142453
5-th percentile	1.333830585
Q1	3.686948575
median	6.72608565
Q3	11.17733575
95-th percentile	19.99061615
Maximum	50.576675
Range	50.44525047
Interquartile range (IQR)	7.490387175

Descriptive statistics

Standard deviation	6.131121503
Coefficient of variation (CV)	0.7453565199
Kurtosis	2.918499387
Mean	8.225756855
Median Absolute Deviation (MAD)	3.50133435
Skewness	1.450689989
Sum	82257.56855
Variance	37.59065089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.248429	2	< 0.1%
0.5490756	1	< 0.1%
3.0750308	1	< 0.1%
6.908718	1	< 0.1%
3.8669133	1	< 0.1%
21.549868	1	< 0.1%
4.3568096	1	< 0.1%
0.6841554	1	< 0.1%
2.0032315	1	< 0.1%
11.489345	1	< 0.1%
Other values (9989)	9989	99.9%

Value	Count	Frequency (%)
0.13142453	1	< 0.1%
0.14001884	1	< 0.1%
0.14957522	1	< 0.1%
0.15957922	1	< 0.1%
0.16427469	1	< 0.1%

Value	Count	Frequency (%)
50.576675	1	< 0.1%
48.355022	1	< 0.1%
45.17002	1	< 0.1%
44.445194	1	< 0.1%
43.555637	1	< 0.1%

project_prf_team_size_group
Text

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	6
Median length	5
Mean length	4.5643
Min length	1

Characters and Unicode

Total characters	45643
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	71_80
2nd row	71_80
3rd row	101+
4th row	91_100
5th row	101+

Value	Count	Frequency (%)
101	3893	38.9%
91_100	2684	26.8%
71_80	836	8.4%
5_8	434	4.3%
21_30	396	4.0%
2	330	3.3%
9_14	272	2.7%
31_40	205	2.1%
3_4	190	1.9%
15_20	178	1.8%
Other values (5)	582	5.8%

Most occurring characters

Value	Count	Frequency (%)
1	15623	34.2%
0	11381	24.9%
_	5700	12.5%
+	3893	8.5%
9	3097	6.8%
8	1411	3.1%
7	1005	2.2%
2	904	2.0%
4	818	1.8%
5	807	1.8%
Other values (2)	1004	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	45643	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	15623	34.2%
0	11381	24.9%
_	5700	12.5%
+	3893	8.5%
9	3097	6.8%
8	1411	3.1%
7	1005	2.2%
2	904	2.0%
4	818	1.8%
5	807	1.8%
Other values (2)	1004	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	45643	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	15623	34.2%
0	11381	24.9%
_	5700	12.5%
+	3893	8.5%
9	3097	6.8%
8	1411	3.1%
7	1005	2.2%
2	904	2.0%
4	818	1.8%
5	807	1.8%
Other values (2)	1004	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	45643	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	15623	34.2%
0	11381	24.9%
_	5700	12.5%
+	3893	8.5%
9	3097	6.8%
8	1411	3.1%
7	1005	2.2%
2	904	2.0%
4	818	1.8%
5	807	1.8%
Other values (2)	1004	2.2%

project_prf_max_team_size
Real number (ℝ)

Distinct	9999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.47676346

Minimum	0.30892137
Maximum	133.48668
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0.30892137
5-th percentile	2.177861945
Q1	6.6323634
median	12.395476
Q3	21.146731
95-th percentile	38.68165775
Maximum	133.48668
Range	133.1777586
Interquartile range (IQR)	14.5143676

Descriptive statistics

Standard deviation	12.12773938
Coefficient of variation (CV)	0.7836095329
Kurtosis	4.450331555
Mean	15.47676346
Median Absolute Deviation (MAD)	6.755897
Skewness	1.641465356
Sum	154767.6346
Variance	147.0820626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.388292	2	< 0.1%
2.893684	1	< 0.1%
9.671537	1	< 0.1%
21.386906	1	< 0.1%
17.411036	1	< 0.1%
3.482389	1	< 0.1%
5.2900295	1	< 0.1%
23.252901	1	< 0.1%
73.68521	1	< 0.1%
16.246553	1	< 0.1%
Other values (9989)	9989	99.9%

Value	Count	Frequency (%)
0.30892137	1	< 0.1%
0.33520854	1	< 0.1%
0.33738205	1	< 0.1%
0.38181192	1	< 0.1%
0.3887034	1	< 0.1%

Value	Count	Frequency (%)
133.48668	1	< 0.1%
115.152756	1	< 0.1%
88.957924	1	< 0.1%
87.176506	1	< 0.1%
86.77155	1	< 0.1%

process_pmf_development_methodologies
Text

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	170000
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	agile development
2nd row	agile development
3rd row	agile development
4th row	agile development
5th row	agile development

Value	Count	Frequency (%)
agile	10000	50.0%
development	10000	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	40000	23.5%
l	20000	11.8%
a	10000	5.9%
g	10000	5.9%
i	10000	5.9%
	10000	5.9%
d	10000	5.9%
v	10000	5.9%
o	10000	5.9%
p	10000	5.9%
Other values (3)	30000	17.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	170000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	40000	23.5%
l	20000	11.8%
a	10000	5.9%
g	10000	5.9%
i	10000	5.9%
	10000	5.9%
d	10000	5.9%
v	10000	5.9%
o	10000	5.9%
p	10000	5.9%
Other values (3)	30000	17.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	170000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	40000	23.5%
l	20000	11.8%
a	10000	5.9%
g	10000	5.9%
i	10000	5.9%
	10000	5.9%
d	10000	5.9%
v	10000	5.9%
o	10000	5.9%
p	10000	5.9%
Other values (3)	30000	17.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	170000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	40000	23.5%
l	20000	11.8%
a	10000	5.9%
g	10000	5.9%
i	10000	5.9%
	10000	5.9%
d	10000	5.9%
v	10000	5.9%
o	10000	5.9%
p	10000	5.9%
Other values (3)	30000	17.6%

process_pmf_docs
Real number (ℝ)

Zeros

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4644

Minimum	0
Maximum	20
Zeros	252
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	10
Maximum	20
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.122484208
Coefficient of variation (CV)	0.6994185575
Kurtosis	2.300553915
Mean	4.4644
Median Absolute Deviation (MAD)	2
Skewness	1.296470852
Sum	44644
Variance	9.749907631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2	1580	15.8%
3	1578	15.8%
4	1347	13.5%
1	1183	11.8%
5	1124	11.2%
6	799	8.0%
7	622	6.2%
8	460	4.6%
9	323	3.2%
0	252	2.5%
Other values (11)	732	7.3%

Value	Count	Frequency (%)
0	252	2.5%
1	1183	11.8%
2	1580	15.8%
3	1578	15.8%
4	1347	13.5%

Value	Count	Frequency (%)
20	15	0.1%
19	11	0.1%
18	9	0.1%
17	12	0.1%
16	23	0.2%

tech_tf_client_roles
Text

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	114
Median length	7
Mean length	7.0155
Min length	7

Characters and Unicode

Total characters	70155
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	9998	99.8%
data	3	< 0.1%
	3	< 0.1%
entry	2	< 0.1%
validation	2	< 0.1%
run	2	< 0.1%
a	2	< 0.1%
computer_human	2	< 0.1%
interface	2	< 0.1%
retrieval	1	< 0.1%
Other values (4)	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	20005	28.5%
s	19999	28.5%
n	10010	14.3%
M	9998	14.3%
g	9998	14.3%
	21	< 0.1%
a	18	< 0.1%
t	16	< 0.1%
e	15	< 0.1%
r	14	< 0.1%
Other values (17)	61	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	70155	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	20005	28.5%
s	19999	28.5%
n	10010	14.3%
M	9998	14.3%
g	9998	14.3%
	21	< 0.1%
a	18	< 0.1%
t	16	< 0.1%
e	15	< 0.1%
r	14	< 0.1%
Other values (17)	61	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	70155	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	20005	28.5%
s	19999	28.5%
n	10010	14.3%
M	9998	14.3%
g	9998	14.3%
	21	< 0.1%
a	18	< 0.1%
t	16	< 0.1%
e	15	< 0.1%
r	14	< 0.1%
Other values (17)	61	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	70155	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	20005	28.5%
s	19999	28.5%
n	10010	14.3%
M	9998	14.3%
g	9998	14.3%
	21	< 0.1%
a	18	< 0.1%
t	16	< 0.1%
e	15	< 0.1%
r	14	< 0.1%
Other values (17)	61	0.1%

tech_tf_server_roles
Text

Distinct	71
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	162
Median length	101
Mean length	56.802
Min length	8

Characters and Unicode

Total characters	568020
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	security/authentication
2nd row	database server; file/print server; html/web server; mail server; security/authentication
3rd row	database server; multi_user legacy application; security/authentication
4th row	database server; security/authentication
5th row	database server; ftp server; html/web server; mail server; security/authentication

Value	Count	Frequency (%)
server	22257	39.0%
database	8124	14.2%
security/authentication	5449	9.6%
html/web	5116	9.0%
application	1950	3.4%
file/print	1883	3.3%
multi_user	1878	3.3%
legacy	1878	3.3%
mail	1800	3.2%
object/component	1680	2.9%
Other values (27)	5021	8.8%

Most occurring characters

Value	Count	Frequency (%)
e	80933	14.2%
r	54626	9.6%
	47036	8.3%
t	46302	8.2%
a	45227	8.0%
s	42177	7.4%
i	30114	5.3%
v	22565	4.0%
n	20475	3.6%
;	20251	3.6%
Other values (24)	158314	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	568020	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	80933	14.2%
r	54626	9.6%
	47036	8.3%
t	46302	8.2%
a	45227	8.0%
s	42177	7.4%
i	30114	5.3%
v	22565	4.0%
n	20475	3.6%
;	20251	3.6%
Other values (24)	158314	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	568020	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	80933	14.2%
r	54626	9.6%
	47036	8.3%
t	46302	8.2%
a	45227	8.0%
s	42177	7.4%
i	30114	5.3%
v	22565	4.0%
n	20475	3.6%
;	20251	3.6%
Other values (24)	158314	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	568020	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	80933	14.2%
r	54626	9.6%
	47036	8.3%
t	46302	8.2%
a	45227	8.0%
s	42177	7.4%
i	30114	5.3%
v	22565	4.0%
n	20475	3.6%
;	20251	3.6%
Other values (24)	158314	27.9%

tech_tf_tools_used
Real number (ℝ)

Zeros

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4636

Minimum	0
Maximum	10
Zeros	6240
Zeros (%)	62.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.716949249
Coefficient of variation (CV)	1.85634685
Kurtosis	3.382897659
Mean	1.4636
Median Absolute Deviation (MAD)	0
Skewness	2.099948683
Sum	14636
Variance	7.381813221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	6240	62.4%
1	1218	12.2%
2	618	6.2%
10	513	5.1%
3	409	4.1%
4	289	2.9%
5	218	2.2%
6	175	1.8%
7	117	1.2%
8	117	1.2%

Value	Count	Frequency (%)
0	6240	62.4%
1	1218	12.2%
2	618	6.2%
3	409	4.1%
4	289	2.9%

Value	Count	Frequency (%)
10	513	5.1%
9	86	0.9%
8	117	1.2%
7	117	1.2%
6	175	1.8%

project_prf_application_group_business_application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6493

Minimum	0
Maximum	1
Zeros	3507
Zeros (%)	35.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4772130376
Coefficient of variation (CV)	0.7349654052
Kurtosis	-1.608644163
Mean	0.6493
Median Absolute Deviation (MAD)	0
Skewness	-0.6258415182
Sum	6493
Variance	0.2277322832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	6493	64.9%
0	3507	35.1%

Value	Count	Frequency (%)
0	3507	35.1%
1	6493	64.9%

Value	Count	Frequency (%)
1	6493	64.9%
0	3507	35.1%

project_prf_application_group_infrastructure_software
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0087

Minimum	0
Maximum	1
Zeros	9913
Zeros (%)	99.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0928718069
Coefficient of variation (CV)	10.67492033
Kurtosis	110.0069008
Mean	0.0087
Median Absolute Deviation (MAD)	0
Skewness	10.58229179
Sum	87
Variance	0.008625172517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9913	99.1%
1	87	0.9%

Value	Count	Frequency (%)
0	9913	99.1%
1	87	0.9%

Value	Count	Frequency (%)
1	87	0.9%
0	9913	99.1%

project_prf_application_group_mathematically_intensive_application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0609

Minimum	0
Maximum	1
Zeros	9391
Zeros (%)	93.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2391587542
Coefficient of variation (CV)	3.927073139
Kurtosis	11.49155549
Mean	0.0609
Median Absolute Deviation (MAD)	0
Skewness	3.672772415
Sum	609
Variance	0.05719690969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9391	93.9%
1	609	6.1%

Value	Count	Frequency (%)
0	9391	93.9%
1	609	6.1%

Value	Count	Frequency (%)
1	609	6.1%
0	9391	93.9%

project_prf_application_group_nan
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2482

Minimum	0
Maximum	1
Zeros	7518
Zeros (%)	75.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4319900711
Coefficient of variation (CV)	1.740491826
Kurtosis	-0.6405704416
Mean	0.2482
Median Absolute Deviation (MAD)	0
Skewness	1.166000734
Sum	2482
Variance	0.1866154215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	7518	75.2%
1	2482	24.8%

Value	Count	Frequency (%)
0	7518	75.2%
1	2482	24.8%

Value	Count	Frequency (%)
1	2482	24.8%
0	7518	75.2%

project_prf_application_group_real_time_application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0484

Minimum	0
Maximum	1
Zeros	9516
Zeros (%)	95.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2146207031
Coefficient of variation (CV)	4.434312048
Kurtosis	15.72047781
Mean	0.0484
Median Absolute Deviation (MAD)	0
Skewness	4.209196331
Sum	484
Variance	0.0460620462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9516	95.2%
1	484	4.8%

Value	Count	Frequency (%)
0	9516	95.2%
1	484	4.8%

Value	Count	Frequency (%)
1	484	4.8%
0	9516	95.2%

tech_tf_clientserver_description_browser_server_architecture
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	190
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.009072375127

Minimum	0
Maximum	1
Zeros	9721
Zeros (%)	97.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09482079756
Coefficient of variation (CV)	10.45159578
Kurtosis	105.2881421
Mean	0.009072375127
Median Absolute Deviation (MAD)	0
Skewness	10.35696272
Sum	89
Variance	0.008990983649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9721	97.2%
1	89	0.9%
(Missing)	190	1.9%

Value	Count	Frequency (%)
0	9721	97.2%
1	89	0.9%

Value	Count	Frequency (%)
1	89	0.9%
0	9721	97.2%

tech_tf_clientserver_description_client_server
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	167
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.01627173803

Minimum	0
Maximum	1
Zeros	9673
Zeros (%)	96.7%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1265250829
Coefficient of variation (CV)	7.775757129
Kurtosis	56.50212779
Mean	0.01627173803
Median Absolute Deviation (MAD)	0
Skewness	7.647917069
Sum	160
Variance	0.01600859661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9673	96.7%
1	160	1.6%
(Missing)	167	1.7%

Value	Count	Frequency (%)
0	9673	96.7%
1	160	1.6%

Value	Count	Frequency (%)
1	160	1.6%
0	9673	96.7%

tech_tf_clientserver_description_client_presentation
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	189
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.0002038528183

Minimum	0
Maximum	1
Zeros	9809
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01427697581
Coefficient of variation (CV)	70.03570482
Kurtosis	4902.999184
Mean	0.0002038528183
Median Absolute Deviation (MAD)	0
Skewness	70.02856342
Sum	2
Variance	0.0002038320382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9809	98.1%
1	2	< 0.1%
(Missing)	189	1.9%

Value	Count	Frequency (%)
0	9809	98.1%
1	2	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0	9809	98.1%

tech_tf_clientserver_description_client_presentation_processing
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	227
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.001330195436

Minimum	0
Maximum	1
Zeros	9760
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03644944387
Coefficient of variation (CV)	27.40157038
Kurtosis	747.1533757
Mean	0.001330195436
Median Absolute Deviation (MAD)	0
Skewness	27.36787303
Sum	13
Variance	0.001328561959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9760	97.6%
1	13	0.1%
(Missing)	227	2.3%

Value	Count	Frequency (%)
0	9760	97.6%
1	13	0.1%

Value	Count	Frequency (%)
1	13	0.1%
0	9760	97.6%

tech_tf_clientserver_description_client_server_architecture
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	192
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.00234502447

Minimum	0
Maximum	1
Zeros	9785
Zeros (%)	97.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04837110591
Coefficient of variation (CV)	20.62712203
Kurtosis	421.6526676
Mean	0.00234502447
Median Absolute Deviation (MAD)	0
Skewness	20.5807358
Sum	23
Variance	0.002339763887
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9785	97.9%
1	23	0.2%
(Missing)	192	1.9%

Value	Count	Frequency (%)
0	9785	97.9%
1	23	0.2%

Value	Count	Frequency (%)
1	23	0.2%
0	9785	97.9%

tech_tf_clientserver_description_client_server_architecture_p2p
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	190
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001019367992

Minimum	0
Maximum	1
Zeros	9809
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01009637555
Coefficient of variation (CV)	99.04544412
Kurtosis	9810
Mean	0.0001019367992
Median Absolute Deviation (MAD)	0
Skewness	99.04544412
Sum	1
Variance	0.0001019367992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9809	98.1%
1	1	< 0.1%
(Missing)	190	1.9%

Value	Count	Frequency (%)
0	9809	98.1%
1	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0	9809	98.1%

tech_tf_clientserver_description_nan
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	166
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.9630872483

Minimum	0
Maximum	1
Zeros	363
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1885571951
Coefficient of variation (CV)	0.195784126
Kurtosis	22.14110251
Mean	0.9630872483
Median Absolute Deviation (MAD)	0
Skewness	-4.91290134
Sum	9471
Variance	0.03555381584
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	9471	94.7%
0	363	3.6%
(Missing)	166	1.7%

Value	Count	Frequency (%)
0	363	3.6%
1	9471	94.7%

Value	Count	Frequency (%)
1	9471	94.7%
0	363	3.6%

tech_tf_clientserver_description_server_processing
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	166
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.0003050640635

Minimum	0
Maximum	1
Zeros	9831
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01746430687
Coefficient of variation (CV)	57.24799792
Kurtosis	3274.66565
Mean	0.0003050640635
Median Absolute Deviation (MAD)	0
Skewness	57.23634912
Sum	3
Variance	0.0003050020144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9831	98.3%
1	3	< 0.1%
(Missing)	166	1.7%

Value	Count	Frequency (%)
0	9831	98.3%
1	3	< 0.1%

Value	Count	Frequency (%)
1	3	< 0.1%
0	9831	98.3%

tech_tf_clientserver_description_stand_alone
Real number (ℝ)

Missing Skewed Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	207
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.002042275094

Minimum	0
Maximum	1
Zeros	9773
Zeros (%)	97.7%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04514767266
Coefficient of variation (CV)	22.10655792
Kurtosis	484.9001986
Mean	0.002042275094
Median Absolute Deviation (MAD)	0
Skewness	22.06357108
Sum	20
Variance	0.002038312347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9773	97.7%
1	20	0.2%
(Missing)	207	2.1%

Value	Count	Frequency (%)
0	9773	97.7%
1	20	0.2%

Value	Count	Frequency (%)
1	20	0.2%
0	9773	97.7%

tech_tf_clientserver_description_web
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	189
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.006523290184

Minimum	0
Maximum	1
Zeros	9747
Zeros (%)	97.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08050712698
Coefficient of variation (CV)	12.34149098
Kurtosis	148.3796609
Mean	0.006523290184
Median Absolute Deviation (MAD)	0
Skewness	12.26170515
Sum	64
Variance	0.006481397495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9747	97.5%
1	64	0.6%
(Missing)	189	1.9%

Value	Count	Frequency (%)
0	9747	97.5%
1	64	0.6%

Value	Count	Frequency (%)
1	64	0.6%
0	9747	97.5%

external_eef_data_quality_rating_a
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8743
True	1257

Value	Count	Frequency (%)
False	8743	87.4%
True	1257	12.6%

external_eef_data_quality_rating_b
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	8283
False	1717

Value	Count	Frequency (%)
True	8283	82.8%
False	1717	17.2%

external_eef_data_quality_rating_c_lang
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9687
True	313

Value	Count	Frequency (%)
False	9687	96.9%
True	313	3.1%

external_eef_data_quality_rating_d
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9734
True	266

Value	Count	Frequency (%)
False	9734	97.3%
True	266	2.7%

project_prf_development_type_enhancement
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	7586
False	2414

Value	Count	Frequency (%)
True	7586	75.9%
False	2414	24.1%

project_prf_development_type_new_development
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7612
True	2388

Value	Count	Frequency (%)
False	7612	76.1%
True	2388	23.9%

project_prf_development_type_other
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9992
True	8

Value	Count	Frequency (%)
False	9992	99.9%
True	8	0.1%

project_prf_development_type_poc
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9998
True	2

Value	Count	Frequency (%)
False	9998	> 99.9%
True	2	< 0.1%

project_prf_development_type_porting
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

project_prf_development_type_re_development
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9915
True	85

Value	Count	Frequency (%)
False	9915	99.2%
True	85	0.9%

tech_tf_development_platform_mf
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8344
True	1656

Value	Count	Frequency (%)
False	8344	83.4%
True	1656	16.6%

tech_tf_development_platform_mr
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9245
True	755

Value	Count	Frequency (%)
False	9245	92.5%
True	755	7.5%

tech_tf_development_platform_multi
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	6546
True	3454

Value	Count	Frequency (%)
False	6546	65.5%
True	3454	34.5%

tech_tf_development_platform_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7223
True	2777

Value	Count	Frequency (%)
False	7223	72.2%
True	2777	27.8%

tech_tf_development_platform_pc
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8697
True	1303

Value	Count	Frequency (%)
False	8697	87.0%
True	1303	13.0%

tech_tf_development_platform_proprietary
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9961
True	39

Value	Count	Frequency (%)
False	9961	99.6%
True	39	0.4%

tech_tf_language_type_2gl
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9992
True	8

Value	Count	Frequency (%)
False	9992	99.9%
True	8	0.1%

tech_tf_language_type_3gl
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	5253
False	4747

Value	Count	Frequency (%)
True	5253	52.5%
False	4747	47.5%

tech_tf_language_type_4gl
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7839
True	2161

Value	Count	Frequency (%)
False	7839	78.4%
True	2161	21.6%

tech_tf_language_type_5gl
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9980
True	20

Value	Count	Frequency (%)
False	9980	99.8%
True	20	0.2%

tech_tf_language_type_apg
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9785
True	215

Value	Count	Frequency (%)
False	9785	97.9%
True	215	2.1%

tech_tf_language_type_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7842
True	2158

Value	Count	Frequency (%)
False	7842	78.4%
True	2158	21.6%

project_prf_relative_size_l
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9682
True	318

Value	Count	Frequency (%)
False	9682	96.8%
True	318	3.2%

project_prf_relative_size_m1
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	6714
True	3286

Value	Count	Frequency (%)
False	6714	67.1%
True	3286	32.9%

project_prf_relative_size_m2
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8706
True	1294

Value	Count	Frequency (%)
False	8706	87.1%
True	1294	12.9%

project_prf_relative_size_nan
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9629
True	371

Value	Count	Frequency (%)
False	9629	96.3%
True	371	3.7%

project_prf_relative_size_s
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	6938
True	3062

Value	Count	Frequency (%)
False	6938	69.4%
True	3062	30.6%

project_prf_relative_size_xl
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9967
True	33

Value	Count	Frequency (%)
False	9967	99.7%
True	33	0.3%

project_prf_relative_size_xs
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9036
True	964

Value	Count	Frequency (%)
False	9036	90.4%
True	964	9.6%

project_prf_relative_size_xxl
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9995
True	5

Value	Count	Frequency (%)
False	9995	> 99.9%
True	5	0.1%

project_prf_relative_size_xxs
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9440
True	560

Value	Count	Frequency (%)
False	9440	94.4%
True	560	5.6%

project_prf_case_tool_used_don_t_know
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9987
True	13

Value	Count	Frequency (%)
False	9987	99.9%
True	13	0.1%

project_prf_case_tool_used_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	8621
False	1379

Value	Count	Frequency (%)
True	8621	86.2%
False	1379	13.8%

project_prf_case_tool_used_no
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9440
True	560

Value	Count	Frequency (%)
False	9440	94.4%
True	560	5.6%

project_prf_case_tool_used_yes
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9076
True	924

Value	Count	Frequency (%)
False	9076	90.8%
True	924	9.2%

process_pmf_prototyping_used_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	7749
False	2251

Value	Count	Frequency (%)
True	7749	77.5%
False	2251	22.5%

process_pmf_prototyping_used_yes
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7727
True	2273

Value	Count	Frequency (%)
False	7727	77.3%
True	2273	22.7%

tech_tf_architecture_client_server
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8088
True	1912

Value	Count	Frequency (%)
False	8088	80.9%
True	1912	19.1%

tech_tf_architecture_multi_tier
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8772
True	1228

Value	Count	Frequency (%)
False	8772	87.7%
True	1228	12.3%

tech_tf_architecture_multi_tier_with_web_interface
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9931
True	69

Value	Count	Frequency (%)
False	9931	99.3%
True	69	0.7%

tech_tf_architecture_multi_tier_with_web_public_interface
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9541
True	459

Value	Count	Frequency (%)
False	9541	95.4%
True	459	4.6%

tech_tf_architecture_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	5267
True	4733

Value	Count	Frequency (%)
False	5267	52.7%
True	4733	47.3%

tech_tf_architecture_stand_alone
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9974
True	26

Value	Count	Frequency (%)
False	9974	99.7%
True	26	0.3%

tech_tf_architecture_standalone
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8388
True	1612

Value	Count	Frequency (%)
False	8388	83.9%
True	1612	16.1%

tech_tf_client_server_don_t_know
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9962
True	38

Value	Count	Frequency (%)
False	9962	99.6%
True	38	0.4%

tech_tf_client_server_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	7022
False	2978

Value	Count	Frequency (%)
True	7022	70.2%
False	2978	29.8%

tech_tf_client_server_no
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9289
True	711

Value	Count	Frequency (%)
False	9289	92.9%
True	711	7.1%

tech_tf_client_server_yes
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	7676
True	2324

Value	Count	Frequency (%)
False	7676	76.8%
True	2324	23.2%

tech_tf_type_of_server_back_end
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9988
True	12

Value	Count	Frequency (%)
False	9988	99.9%
True	12	0.1%

tech_tf_type_of_server_client_server
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9218
True	782

Value	Count	Frequency (%)
False	9218	92.2%
True	782	7.8%

tech_tf_type_of_server_lan_based
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9989
True	11

Value	Count	Frequency (%)
False	9989	99.9%
True	11	0.1%

tech_tf_type_of_server_mainframe
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9806
True	194

Value	Count	Frequency (%)
False	9806	98.1%
True	194	1.9%

tech_tf_type_of_server_multi_tier_with_web_public_interface
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9939
True	61

Value	Count	Frequency (%)
False	9939	99.4%
True	61	0.6%

tech_tf_type_of_server_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	8846
False	1154

Value	Count	Frequency (%)
True	8846	88.5%
False	1154	11.5%

tech_tf_type_of_server_standalone
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9911
True	89

Value	Count	Frequency (%)
False	9911	99.1%
True	89	0.9%

tech_tf_type_of_server_unix
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9978
True	22

Value	Count	Frequency (%)
False	9978	99.8%
True	22	0.2%

tech_tf_type_of_server_webserver
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9998
True	2

Value	Count	Frequency (%)
False	9998	> 99.9%
True	2	< 0.1%

tech_tf_web_development_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	8158
False	1842

Value	Count	Frequency (%)
True	8158	81.6%
False	1842	18.4%

tech_tf_web_development_web
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8168
True	1832

Value	Count	Frequency (%)
False	8168	81.7%
True	1832	18.3%

tech_tf_dbms_used_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	5712
False	4288

Value	Count	Frequency (%)
True	5712	57.1%
False	4288	42.9%

tech_tf_dbms_used_no
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9950
True	50

Value	Count	Frequency (%)
False	9950	99.5%
True	50	0.5%

tech_tf_dbms_used_yes
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	5765
True	4235

Value	Count	Frequency (%)
False	5765	57.6%
True	4235	42.4%

people_prf_project_user_involvement_best
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9998
True	2

Value	Count	Frequency (%)
False	9998	> 99.9%
True	2	< 0.1%

people_prf_project_user_involvement_don_t_know
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9994
True	6

Value	Count	Frequency (%)
False	9994	99.9%
True	6	0.1%

people_prf_project_user_involvement_low
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

people_prf_project_user_involvement_nan
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	9898
False	102

Value	Count	Frequency (%)
True	9898	99.0%
False	102	1.0%

people_prf_project_user_involvement_no
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9999
True	1

Value	Count	Frequency (%)
False	9999	> 99.9%
True	1	< 0.1%

people_prf_project_user_involvement_yes
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9939
True	61

Value	Count	Frequency (%)
False	9939	99.4%
True	61	0.6%

project_prf_currency_multiple_nan
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

True	7941
False	2059

Value	Count	Frequency (%)
True	7941	79.4%
False	2059	20.6%

project_prf_currency_multiple_no
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	8016
True	1984

Value	Count	Frequency (%)
False	8016	80.2%
True	1984	19.8%

project_prf_currency_multiple_yes_1_000
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9997
True	3

Value	Count	Frequency (%)
False	9997	> 99.9%
True	3	< 0.1%

project_prf_currency_multiple_yes_10_000
Boolean

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	9998
True	2

Value	Count	Frequency (%)
False	9998	> 99.9%
True	2	< 0.1%

external_eef_organisation_type_top_insurance
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1416

Minimum	0
Maximum	1
Zeros	8584
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3486568459
Coefficient of variation (CV)	2.462265861
Kurtosis	2.228819148
Mean	0.1416
Median Absolute Deviation (MAD)	0
Skewness	2.056300908
Sum	1416
Variance	0.1215615962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8584	85.8%
1	1416	14.2%

Value	Count	Frequency (%)
0	8584	85.8%
1	1416	14.2%

Value	Count	Frequency (%)
1	1416	14.2%
0	8584	85.8%

external_eef_organisation_type_top_medical and health care
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.142

Minimum	0
Maximum	1
Zeros	8580
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3490675935
Coefficient of variation (CV)	2.458222489
Kurtosis	2.209459202
Mean	0.142
Median Absolute Deviation (MAD)	0
Skewness	2.051588982
Sum	1420
Variance	0.1218481848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8580	85.8%
1	1420	14.2%

Value	Count	Frequency (%)
0	8580	85.8%
1	1420	14.2%

Value	Count	Frequency (%)
1	1420	14.2%
0	8580	85.8%

external_eef_organisation_type_top_manufacturing
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1339

Minimum	0
Maximum	1
Zeros	8661
Zeros (%)	86.6%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3405618714
Coefficient of variation (CV)	2.543404566
Kurtosis	2.624773124
Mean	0.1339
Median Absolute Deviation (MAD)	0
Skewness	2.150406522
Sum	1339
Variance	0.1159823882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8661	86.6%
1	1339	13.4%

Value	Count	Frequency (%)
0	8661	86.6%
1	1339	13.4%

Value	Count	Frequency (%)
1	1339	13.4%
0	8661	86.6%

external_eef_organisation_type_top_telecommunications
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1385

Minimum	0
Maximum	1
Zeros	8615
Zeros (%)	86.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3454412873
Coefficient of variation (CV)	2.494160919
Kurtosis	2.382773872
Mean	0.1385
Median Absolute Deviation (MAD)	0
Skewness	2.093393742
Sum	1385
Variance	0.119329683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8615	86.2%
1	1385	13.9%

Value	Count	Frequency (%)
0	8615	86.2%
1	1385	13.9%

Value	Count	Frequency (%)
1	1385	13.9%
0	8615	86.2%

external_eef_organisation_type_top_government
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1046

Minimum	0
Maximum	1
Zeros	8954
Zeros (%)	89.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.306052621
Coefficient of variation (CV)	2.925933279
Kurtosis	4.679988351
Mean	0.1046
Median Absolute Deviation (MAD)	0
Skewness	2.58438627
Sum	1046
Variance	0.09366820682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8954	89.5%
1	1046	10.5%

Value	Count	Frequency (%)
0	8954	89.5%
1	1046	10.5%

Value	Count	Frequency (%)
1	1046	10.5%
0	8954	89.5%

external_eef_organisation_type_top_nan
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0966

Minimum	0
Maximum	1
Zeros	9034
Zeros (%)	90.3%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2954270937
Coefficient of variation (CV)	3.058251488
Kurtosis	5.462226923
Mean	0.0966
Median Absolute Deviation (MAD)	0
Skewness	2.731507737
Sum	966
Variance	0.08727716772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9034	90.3%
1	966	9.7%

Value	Count	Frequency (%)
0	9034	90.3%
1	966	9.7%

Value	Count	Frequency (%)
1	966	9.7%
0	9034	90.3%

external_eef_organisation_type_top_communications
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0761

Minimum	0
Maximum	1
Zeros	9239
Zeros (%)	92.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2651713061
Coefficient of variation (CV)	3.48451125
Kurtosis	8.227685897
Mean	0.0761
Median Absolute Deviation (MAD)	0
Skewness	3.197818069
Sum	761
Variance	0.07031582158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9239	92.4%
1	761	7.6%

Value	Count	Frequency (%)
0	9239	92.4%
1	761	7.6%

Value	Count	Frequency (%)
1	761	7.6%
0	9239	92.4%

external_eef_organisation_type_top_banking
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0564

Minimum	0
Maximum	1
Zeros	9436
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2307040581
Coefficient of variation (CV)	4.090497485
Kurtosis	12.79726522
Mean	0.0564
Median Absolute Deviation (MAD)	0
Skewness	3.846388671
Sum	564
Variance	0.05322436244
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9436	94.4%
1	564	5.6%

Value	Count	Frequency (%)
0	9436	94.4%
1	564	5.6%

Value	Count	Frequency (%)
1	564	5.6%
0	9436	94.4%

external_eef_organisation_type_top_computers & software
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0233

Minimum	0
Maximum	1
Zeros	9767
Zeros (%)	97.7%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1508621422
Coefficient of variation (CV)	6.47477005
Kurtosis	37.961889
Mean	0.0233
Median Absolute Deviation (MAD)	0
Skewness	6.320941122
Sum	233
Variance	0.02275938594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9767	97.7%
1	233	2.3%

Value	Count	Frequency (%)
0	9767	97.7%
1	233	2.3%

Value	Count	Frequency (%)
1	233	2.3%
0	9767	97.7%

external_eef_organisation_type_top_defence
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0205

Minimum	0
Maximum	1
Zeros	9795
Zeros (%)	98.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1417101202
Coefficient of variation (CV)	6.912688792
Kurtosis	43.82392569
Mean	0.0205
Median Absolute Deviation (MAD)	0
Skewness	6.768689751
Sum	205
Variance	0.02008175818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9795	98.0%
1	205	2.1%

Value	Count	Frequency (%)
0	9795	98.0%
1	205	2.1%

Value	Count	Frequency (%)
1	205	2.1%
0	9795	98.0%

external_eef_organisation_type_top_public administration
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0176

Minimum	0
Maximum	1
Zeros	9824
Zeros (%)	98.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1314989323
Coefficient of variation (CV)	7.471530245
Kurtosis	51.86262475
Mean	0.0176
Median Absolute Deviation (MAD)	0
Skewness	7.338409382
Sum	176
Variance	0.0172919692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9824	98.2%
1	176	1.8%

Value	Count	Frequency (%)
0	9824	98.2%
1	176	1.8%

Value	Count	Frequency (%)
1	176	1.8%
0	9824	98.2%

external_eef_organisation_type_top_aerospace / automotive
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0194

Minimum	0
Maximum	1
Zeros	9806
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.137933109
Coefficient of variation (CV)	7.109954071
Kurtosis	46.59006727
Mean	0.0194
Median Absolute Deviation (MAD)	0
Skewness	6.969989189
Sum	194
Variance	0.01902554255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9806	98.1%
1	194	1.9%

Value	Count	Frequency (%)
0	9806	98.1%
1	194	1.9%

Value	Count	Frequency (%)
1	194	1.9%
0	9806	98.1%

external_eef_organisation_type_top_transport & storage
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0174

Minimum	0
Maximum	1
Zeros	9826
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1307629531
Coefficient of variation (CV)	7.515112245
Kurtosis	52.51582667
Mean	0.0174
Median Absolute Deviation (MAD)	0
Skewness	7.382772077
Sum	174
Variance	0.01709894989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9826	98.3%
1	174	1.7%

Value	Count	Frequency (%)
0	9826	98.3%
1	174	1.7%

Value	Count	Frequency (%)
1	174	1.7%
0	9826	98.3%

external_eef_organisation_type_top_financial, property & business services
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.012

Minimum	0
Maximum	1
Zeros	9880
Zeros (%)	98.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1088907054
Coefficient of variation (CV)	9.074225448
Kurtosis	78.38526617
Mean	0.012
Median Absolute Deviation (MAD)	0
Skewness	8.964908764
Sum	120
Variance	0.01185718572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9880	98.8%
1	120	1.2%

Value	Count	Frequency (%)
0	9880	98.8%
1	120	1.2%

Value	Count	Frequency (%)
1	120	1.2%
0	9880	98.8%

external_eef_organisation_type_top_education institution
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0127

Minimum	0
Maximum	1
Zeros	9873
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1119819807
Coefficient of variation (CV)	8.817478793
Kurtosis	73.79051088
Mean	0.0127
Median Absolute Deviation (MAD)	0
Skewness	8.704926927
Sum	127
Variance	0.012539964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9873	98.7%
1	127	1.3%

Value	Count	Frequency (%)
0	9873	98.7%
1	127	1.3%

Value	Count	Frequency (%)
1	127	1.3%
0	9873	98.7%

external_eef_organisation_type_top_community services
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0121

Minimum	0
Maximum	1
Zeros	9879
Zeros (%)	98.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1093379416
Coefficient of variation (CV)	9.036193523
Kurtosis	77.69631896
Mean	0.0121
Median Absolute Deviation (MAD)	0
Skewness	8.926409118
Sum	121
Variance	0.01195478548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9879	98.8%
1	121	1.2%

Value	Count	Frequency (%)
0	9879	98.8%
1	121	1.2%

Value	Count	Frequency (%)
1	121	1.2%
0	9879	98.8%

external_eef_organisation_type_top_electricity, gas, water
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0116

Minimum	0
Maximum	1
Zeros	9884
Zeros (%)	98.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1070821491
Coefficient of variation (CV)	9.231219751
Kurtosis	81.25985687
Mean	0.0116
Median Absolute Deviation (MAD)	0
Skewness	9.123793342
Sum	116
Variance	0.01146658666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9884	98.8%
1	116	1.2%

Value	Count	Frequency (%)
0	9884	98.8%
1	116	1.2%

Value	Count	Frequency (%)
1	116	1.2%
0	9884	98.8%

external_eef_organisation_type_top_logistics
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009

Minimum	0
Maximum	1
Zeros	9910
Zeros (%)	99.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09444517981
Coefficient of variation (CV)	10.49390887
Kurtosis	106.1738723
Mean	0.009
Median Absolute Deviation (MAD)	0
Skewness	10.39964603
Sum	90
Variance	0.008919891989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9910	99.1%
1	90	0.9%

Value	Count	Frequency (%)
0	9910	99.1%
1	90	0.9%

Value	Count	Frequency (%)
1	90	0.9%
0	9910	99.1%

external_eef_organisation_type_top_wholesale & retail trade
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0101

Minimum	0
Maximum	1
Zeros	9899
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09999494937
Coefficient of variation (CV)	9.900490036
Kurtosis	94.06773126
Mean	0.0101
Median Absolute Deviation (MAD)	0
Skewness	9.800454977
Sum	101
Variance	0.009998989899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9899	99.0%
1	101	1.0%

Value	Count	Frequency (%)
0	9899	99.0%
1	101	1.0%

Value	Count	Frequency (%)
1	101	1.0%
0	9899	99.0%

external_eef_organisation_type_top_telecommunication
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0088

Minimum	0
Maximum	1
Zeros	9912
Zeros (%)	99.1%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09339931661
Coefficient of variation (CV)	10.61355871
Kurtosis	108.7001842
Mean	0.0088
Median Absolute Deviation (MAD)	0
Skewness	10.52038232
Sum	88
Variance	0.008723432343
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9912	99.1%
1	88	0.9%

Value	Count	Frequency (%)
0	9912	99.1%
1	88	0.9%

Value	Count	Frequency (%)
1	88	0.9%
0	9912	99.1%

external_eef_organisation_type_other
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0505

Minimum	0
Maximum	1
Zeros	9495
Zeros (%)	95.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2189852631
Coefficient of variation (CV)	4.336341844
Kurtosis	14.86319658
Mean	0.0505
Median Absolute Deviation (MAD)	0
Skewness	4.106120308
Sum	505
Variance	0.04795454545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9495	95.0%
1	505	5.1%

Value	Count	Frequency (%)
0	9495	95.0%
1	505	5.1%

Value	Count	Frequency (%)
1	505	5.1%
0	9495	95.0%

project_prf_application_type_top_financial transaction process/accounting
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1608

Minimum	0
Maximum	1
Zeros	8392
Zeros (%)	83.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3673647448
Coefficient of variation (CV)	2.284606622
Kurtosis	1.411822283
Mean	0.1608
Median Absolute Deviation (MAD)	0
Skewness	1.847035451
Sum	1608
Variance	0.1349568557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8392	83.9%
1	1608	16.1%

Value	Count	Frequency (%)
0	8392	83.9%
1	1608	16.1%

Value	Count	Frequency (%)
1	1608	16.1%
0	8392	83.9%

project_prf_application_type_top_not recorded
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1422

Minimum	0
Maximum	1
Zeros	8578
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3492726144
Coefficient of variation (CV)	2.456206852
Kurtosis	2.199821409
Mean	0.1422
Median Absolute Deviation (MAD)	0
Skewness	2.049239245
Sum	1422
Variance	0.1219913591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8578	85.8%
1	1422	14.2%

Value	Count	Frequency (%)
0	8578	85.8%
1	1422	14.2%

Value	Count	Frequency (%)
1	1422	14.2%
0	8578	85.8%

project_prf_application_type_top_nan
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1081

Minimum	0
Maximum	1
Zeros	8919
Zeros (%)	89.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3105221931
Coefficient of variation (CV)	2.872545727
Kurtosis	4.374682706
Mean	0.1081
Median Absolute Deviation (MAD)	0
Skewness	2.524640135
Sum	1081
Variance	0.0964240324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	8919	89.2%
1	1081	10.8%

Value	Count	Frequency (%)
0	8919	89.2%
1	1081	10.8%

Value	Count	Frequency (%)
1	1081	10.8%
0	8919	89.2%

project_prf_application_type_top_unknown
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0703

Minimum	0
Maximum	1
Zeros	9297
Zeros (%)	93.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2556647149
Coefficient of variation (CV)	3.636766926
Kurtosis	9.305618955
Mean	0.0703
Median Absolute Deviation (MAD)	0
Skewness	3.362106166
Sum	703
Variance	0.06536444644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9297	93.0%
1	703	7.0%

Value	Count	Frequency (%)
0	9297	93.0%
1	703	7.0%

Value	Count	Frequency (%)
1	703	7.0%
0	9297	93.0%

project_prf_application_type_top_customer relationship management
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0548

Minimum	0
Maximum	1
Zeros	9452
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2276008353
Coefficient of variation (CV)	4.153299914
Kurtosis	13.31340804
Mean	0.0548
Median Absolute Deviation (MAD)	0
Skewness	3.91289476
Sum	548
Variance	0.05180214021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9452	94.5%
1	548	5.5%

Value	Count	Frequency (%)
0	9452	94.5%
1	548	5.5%

Value	Count	Frequency (%)
1	548	5.5%
0	9452	94.5%

project_prf_application_type_top_relatively complex application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0449

Minimum	0
Maximum	1
Zeros	9551
Zeros (%)	95.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2070948547
Coefficient of variation (CV)	4.612357565
Kurtosis	17.32798843
Mean	0.0449
Median Absolute Deviation (MAD)	0
Skewness	4.395966659
Sum	449
Variance	0.04288827883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9551	95.5%
1	449	4.5%

Value	Count	Frequency (%)
0	9551	95.5%
1	449	4.5%

Value	Count	Frequency (%)
1	449	4.5%
0	9551	95.5%

project_prf_application_type_top_workflow support & management
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0356

Minimum	0
Maximum	1
Zeros	9644
Zeros (%)	96.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1852999558
Coefficient of variation (CV)	5.205054937
Kurtosis	23.13896959
Mean	0.0356
Median Absolute Deviation (MAD)	0
Skewness	5.013416184
Sum	356
Variance	0.03433607361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9644	96.4%
1	356	3.6%

Value	Count	Frequency (%)
0	9644	96.4%
1	356	3.6%

Value	Count	Frequency (%)
1	356	3.6%
0	9644	96.4%

project_prf_application_type_top_business application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0315

Minimum	0
Maximum	1
Zeros	9685
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1746734126
Coefficient of variation (CV)	5.545187703
Kurtosis	26.79255061
Mean	0.0315
Median Absolute Deviation (MAD)	0
Skewness	5.365369711
Sum	315
Variance	0.03051080108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9685	96.9%
1	315	3.1%

Value	Count	Frequency (%)
0	9685	96.9%
1	315	3.1%

Value	Count	Frequency (%)
1	315	3.1%
0	9685	96.9%

project_prf_application_type_top_embedded system/real_time application
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0254

Minimum	0
Maximum	1
Zeros	9746
Zeros (%)	97.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1573445764
Coefficient of variation (CV)	6.194668363
Kurtosis	34.41394522
Mean	0.0254
Median Absolute Deviation (MAD)	0
Skewness	6.03382652
Sum	254
Variance	0.02475731573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9746	97.5%
1	254	2.5%

Value	Count	Frequency (%)
0	9746	97.5%
1	254	2.5%

Value	Count	Frequency (%)
1	254	2.5%
0	9746	97.5%

project_prf_application_type_top_online. esales
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0222

Minimum	0
Maximum	1
Zeros	9778
Zeros (%)	97.8%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1473408665
Coefficient of variation (CV)	6.636975967
Kurtosis	40.0883904
Mean	0.0222
Median Absolute Deviation (MAD)	0
Skewness	6.486938628
Sum	222
Variance	0.02170933093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9778	97.8%
1	222	2.2%

Value	Count	Frequency (%)
0	9778	97.8%
1	222	2.2%

Value	Count	Frequency (%)
1	222	2.2%
0	9778	97.8%

project_prf_application_type_top_management of licences and permits
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	269
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.02106669407

Minimum	0
Maximum	1
Zeros	9526
Zeros (%)	95.3%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.143614094
Coefficient of variation (CV)	6.817115846
Kurtosis	42.51226984
Mean	0.02106669407
Median Absolute Deviation (MAD)	0
Skewness	6.671096791
Sum	205
Variance	0.02062500799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9526	95.3%
1	205	2.1%
(Missing)	269	2.7%

Value	Count	Frequency (%)
0	9526	95.3%
1	205	2.1%

Value	Count	Frequency (%)
1	205	2.1%
0	9526	95.3%

project_prf_application_type_top_online analysis and reporting
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0233

Minimum	0
Maximum	1
Zeros	9767
Zeros (%)	97.7%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1508621422
Coefficient of variation (CV)	6.47477005
Kurtosis	37.961889
Mean	0.0233
Median Absolute Deviation (MAD)	0
Skewness	6.320941122
Sum	233
Variance	0.02275938594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9767	97.7%
1	233	2.3%

Value	Count	Frequency (%)
0	9767	97.7%
1	233	2.3%

Value	Count	Frequency (%)
1	233	2.3%
0	9767	97.7%

project_prf_application_type_top_catalogue/register of things or events
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0164

Minimum	0
Maximum	1
Zeros	9836
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1270143821
Coefficient of variation (CV)	7.744779398
Kurtosis	56.02088966
Mean	0.0164
Median Absolute Deviation (MAD)	0
Skewness	7.616408965
Sum	164
Variance	0.01613265327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9836	98.4%
1	164	1.6%

Value	Count	Frequency (%)
0	9836	98.4%
1	164	1.6%

Value	Count	Frequency (%)
1	164	1.6%
0	9836	98.4%

project_prf_application_type_top_software for machine control
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	208
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.01613562092

Minimum	0
Maximum	1
Zeros	9634
Zeros (%)	96.3%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1260035082
Coefficient of variation (CV)	7.809027543
Kurtosis	57.02080833
Mean	0.01613562092
Median Absolute Deviation (MAD)	0
Skewness	7.681742118
Sum	158
Variance	0.01587688407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9634	96.3%
1	158	1.6%
(Missing)	208	2.1%

Value	Count	Frequency (%)
0	9634	96.3%
1	158	1.6%

Value	Count	Frequency (%)
1	158	1.6%
0	9634	96.3%

project_prf_application_type_top_document management
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0143

Minimum	0
Maximum	1
Zeros	9857
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1187304497
Coefficient of variation (CV)	8.302828652
Kurtosis	64.97766161
Mean	0.0143
Median Absolute Deviation (MAD)	0
Skewness	8.183194127
Sum	143
Variance	0.01409691969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9857	98.6%
1	143	1.4%

Value	Count	Frequency (%)
0	9857	98.6%
1	143	1.4%

Value	Count	Frequency (%)
1	143	1.4%
0	9857	98.6%

project_prf_application_type_top_electronic data interchange
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0159

Minimum	0
Maximum	1
Zeros	9841
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1250949834
Coefficient of variation (CV)	7.86760902
Kurtosis	57.93880394
Mean	0.0159
Median Absolute Deviation (MAD)	0
Skewness	7.741267094
Sum	159
Variance	0.01564875488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9841	98.4%
1	159	1.6%

Value	Count	Frequency (%)
0	9841	98.4%
1	159	1.6%

Value	Count	Frequency (%)
1	159	1.6%
0	9841	98.4%

project_prf_application_type_top_management information system
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0176

Minimum	0
Maximum	1
Zeros	9824
Zeros (%)	98.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1314989323
Coefficient of variation (CV)	7.471530245
Kurtosis	51.86262475
Mean	0.0176
Median Absolute Deviation (MAD)	0
Skewness	7.338409382
Sum	176
Variance	0.0172919692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9824	98.2%
1	176	1.8%

Value	Count	Frequency (%)
0	9824	98.2%
1	176	1.8%

Value	Count	Frequency (%)
1	176	1.8%
0	9824	98.2%

project_prf_application_type_top_data warehouse system
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	215
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.01011752683

Minimum	0
Maximum	1
Zeros	9686
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1000808978
Coefficient of variation (CV)	9.891834192
Kurtosis	93.8971912
Mean	0.01011752683
Median Absolute Deviation (MAD)	0
Skewness	9.791731163
Sum	99
Variance	0.0100161861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9686	96.9%
1	99	1.0%
(Missing)	215	2.1%

Value	Count	Frequency (%)
0	9686	96.9%
1	99	1.0%

Value	Count	Frequency (%)
1	99	1.0%
0	9686	96.9%

project_prf_application_type_top_stock control & order processing
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0112

Minimum	0
Maximum	1
Zeros	9888
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1052409976
Coefficient of variation (CV)	9.396517639
Kurtosis	84.33980509
Mean	0.0112
Median Absolute Deviation (MAD)	0
Skewness	9.291013786
Sum	112
Variance	0.01107566757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9888	98.9%
1	112	1.1%

Value	Count	Frequency (%)
0	9888	98.9%
1	112	1.1%

Value	Count	Frequency (%)
1	112	1.1%
0	9888	98.9%

project_prf_application_type_top_management or performance reporting
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	201
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01020512297

Minimum	0
Maximum	1
Zeros	9699
Zeros (%)	97.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1005087527
Coefficient of variation (CV)	9.848852672
Kurtosis	93.04839432
Mean	0.01020512297
Median Absolute Deviation (MAD)	0
Skewness	9.748302568
Sum	100
Variance	0.01010200936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	9699	97.0%
1	100	1.0%
(Missing)	201	2.0%

Value	Count	Frequency (%)
0	9699	97.0%
1	100	1.0%

Value	Count	Frequency (%)
1	100	1.0%
0	9699	97.0%

project_prf_application_type_other
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2483

Minimum	0
Maximum	1
Zeros	7517
Zeros (%)	75.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4320483498
Coefficient of variation (CV)	1.740025573
Kurtosis	-0.6420168512
Mean	0.2483
Median Absolute Deviation (MAD)	0
Skewness	1.16538045
Sum	2483
Variance	0.1866657766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	7517	75.2%
1	2483	24.8%

Value	Count	Frequency (%)
0	7517	75.2%
1	2483	24.8%

Value	Count	Frequency (%)
1	2483	24.8%
0	7517	75.2%

tech_tf_clientserver_description
Text

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.3 KiB

Length

Max length	40
Median length	38
Mean length	16.9316
Min length	3

Characters and Unicode

Total characters	169316
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	client: presentation; server: processing
3rd row	client: presentation; server: processing
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	3839	19.4%
client	3564	18.0%
presentation	3564	18.0%
processing	3564	18.0%
c/s	2597	13.1%
server	2373	12.0%
data	270	1.4%

Most occurring characters

Value	Count	Frequency (%)
s	23340	13.8%
e	19002	11.2%
i	18370	10.8%
n	18095	10.7%
r	11874	7.0%
t	10962	6.5%
	9771	5.8%
c	9725	5.7%
g	7403	4.4%
o	7128	4.2%
Other values (10)	33646	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	169316	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	23340	13.8%
e	19002	11.2%
i	18370	10.8%
n	18095	10.7%
r	11874	7.0%
t	10962	6.5%
	9771	5.8%
c	9725	5.7%
g	7403	4.4%
o	7128	4.2%
Other values (10)	33646	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	169316	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	23340	13.8%
e	19002	11.2%
i	18370	10.8%
n	18095	10.7%
r	11874	7.0%
t	10962	6.5%
	9771	5.8%
c	9725	5.7%
g	7403	4.4%
o	7128	4.2%
Other values (10)	33646	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	169316	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	23340	13.8%
e	19002	11.2%
i	18370	10.8%
n	18095	10.7%
r	11874	7.0%
t	10962	6.5%
	9771	5.8%
c	9725	5.7%
g	7403	4.4%
o	7128	4.2%
Other values (10)	33646	19.9%

project_prf_development_type_not_defined
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

tech_tf_development_platform_hand_held
Real number (ℝ)

Constant Missing Zeros

Distinct	1
Distinct (%)	< 0.1%
Missing	353
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	9647
Zeros (%)	96.5%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	9647	96.5%
(Missing)	353	3.5%

Value	Count	Frequency (%)
0	9647	96.5%

Value	Count	Frequency (%)
0	9647	96.5%

project_prf_relative_size_xxxl
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

tech_tf_architecture_multi_tier_client_server
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

tech_tf_client_server_not_applicable
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

tech_tf_type_of_server_proprietary_midrange
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.9 KiB

False	10000

Value	Count	Frequency (%)
False	10000	100.0%

project_prf_application_type_top_transaction/production system
Real number (ℝ)

Missing Zeros

Distinct	2
Distinct (%)	1.4%
Missing	9861
Missing (%)	98.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.1510791367

Minimum	0
Maximum	1
Zeros	118
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3594212148
Coefficient of variation (CV)	2.379026136
Kurtosis	1.907809418
Mean	0.1510791367
Median Absolute Deviation (MAD)	0
Skewness	1.969914874
Sum	21
Variance	0.1291836096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	118	1.2%
1	21	0.2%
(Missing)	9861	98.6%

Value	Count	Frequency (%)
0	118	1.2%
1	21	0.2%

Value	Count	Frequency (%)
1	21	0.2%
0	118	1.2%

project_prf_application_type_top_financial application area
Real number (ℝ)

Constant Missing Zeros

Distinct	1
Distinct (%)	0.5%
Missing	9812
Missing (%)	98.1%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	188
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	188	1.9%
(Missing)	9812	98.1%

Value	Count	Frequency (%)
0	188	1.9%

Value	Count	Frequency (%)
0	188	1.9%

project_prf_application_type_top_client-server
Real number (ℝ)

Constant Missing Zeros

Distinct	1
Distinct (%)	0.5%
Missing	9804
Missing (%)	98.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	196
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	196	2.0%
(Missing)	9804	98.0%

Value	Count	Frequency (%)
0	196	2.0%

Value	Count	Frequency (%)
0	196	2.0%

project_prf_application_type_top_customer billing/relationship management
Real number (ℝ)

Constant Missing Zeros

Distinct	1
Distinct (%)	0.5%
Missing	9780
Missing (%)	97.8%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	220
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	78.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	220	2.2%
(Missing)	9780	97.8%

Value	Count	Frequency (%)
0	220	2.2%

Value	Count	Frequency (%)
0	220	2.2%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)